Agents That Do the Work, Not Just Talk About It
Your team spends hours every day on research, monitoring, and data gathering that should happen automatically. We build purpose-built AI agents that run on schedules and triggers, doing real work around the clock. Competitor analysis at 6am, compliance checks every four hours, prospect enrichment before your sales team starts their day.
of time spent by knowledge workers goes to tasks they consider repetitive and low-value. For information-gathering and monitoring activities specifically, the percentage is even higher. That is time your team could spend on judgment, strategy, and customer relationships.
Microsoft Work Trend Index 2024
“We need someone monitoring this constantly, but we cannot justify a full-time hire just to watch dashboards and pull reports.”
The work is important but repetitive, requiring attention but not creativity. Somebody needs to check competitor pricing daily, scan regulatory updates every morning, and enrich new leads before the sales call. Hiring a person for each of these jobs does not scale, and ignoring them means missed opportunities and blind spots that compound over time.
Research on
Autopilot.
Information is everywhere, but synthesising it into something useful takes time your team does not have. We build agents that gather, analyse, and summarise information from dozens of sources on a schedule you define. The output lands in Slack, email, or your CRM, ready to act on.
These are not generic news alerts. Each agent is built for your specific intelligence requirements: your competitors, your market, your prospects. An agent that monitors 50 competitor websites daily and delivers a change summary every morning. A research agent that enriches every new lead with company size, tech stack, and recent news before your first outreach.
Competitive Intelligence
Agents that track competitor websites, pricing pages, job postings, and product announcements daily. Changes are summarised and delivered to your team before the workday starts.
Market & Regulatory Monitoring
Continuous scanning of industry publications, regulatory bodies, and news sources. Your agent filters noise, identifies what matters to your business, and surfaces it with context.
Prospect Research & Enrichment
New leads in your CRM are automatically enriched with company data, tech stack details, recent funding, and relevant news. Your sales team walks into every call prepared.
Compliance & Drift Detection
Agents that check your compliance posture every six hours and open a ticket when something drifts. SaaS configurations, access controls, and policy adherence monitored continuously.
Smart Escalation & Alerting
Severity classification, contextual alert enrichment, and multi-channel routing with escalation timers. No more alert fatigue from notifications that lack context or priority.
Brand & Reputation Monitoring
Continuous scanning for brand mentions, review site activity, and social media sentiment. Your agent flags negative trends and surfaces them before they become public crises.
Always Watching,
Always Escalating.
Some things need to be checked regularly but do not need a human sitting in front of a screen. Compliance posture, system health, brand mentions, service uptime. We build agents that run these checks on a schedule and only involve your team when something needs attention.
Every monitoring agent includes escalation logic and human-in-the-loop checkpoints. When an agent detects an anomaly, it does not just send a notification that gets buried. It classifies severity, gathers context, and routes the alert to the right person through the right channel. If no one responds, it escalates. These agents are built with guardrails, not left to run unchecked.
What's Included
Industries We Serve
Financial Services
Deploy agents for regulatory monitoring, transaction screening, and market intelligence gathering across financial data sources.
ISPs & Telecoms
Build monitoring agents that watch network health, customer sentiment, and competitive intelligence around the clock.
Legal
Purpose-built agents for legal research, case law monitoring, and due diligence across public and proprietary databases.
Frequently Asked Questions
What is the difference between an agent and a workflow automation?
A workflow automation follows a fixed sequence of steps, while an agent has reasoning built in and can make decisions based on the information it encounters. Think of a workflow as a conveyor belt and an agent as a research assistant who knows your priorities.
How do you prevent agents from making mistakes or going off-script?
Every agent includes guardrails, output validation, and human-in-the-loop checkpoints with defined boundaries for what it can access and do. High-stakes decisions always route to a human for approval, and structured logging lets you audit exactly what an agent did, when, and why.
What systems can agents connect to?
Any system with an API or web interface, including CRMs, communication tools, project management platforms, databases, and the open web. For websites without APIs, we build structured scrapers that extract the specific data your agent needs.
How long does it take to build and deploy a custom agent?
A typical agent goes from requirements gathering to production in three to five weeks. The first week covers use case definition, followed by agent development and testing, then deployment and team training.